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This position is a great opportunity to use your machine learning, data engineering, and AWS cloud service skills to enable machine learning as a service at scale at Procore. Work with large scale structured and unstructured data, build and continuously improve cutting edge Machine Learning models for Procore product, business and operational use cases.
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Design and implement machine learning algorithms for NLP/LLMs or deep learning models at scale to meet business requirements. 2+ years of experience in Data Science or a related field, with a focus on building NLP/LLMs or Deep Learning models.
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Experience with other deep learning frameworks (e.g., TensorFlow, Keras). Strong understanding of machine learning algorithms, deep learning architectures, and optimization techniques.
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Experience architecting or developing large-scale deep learning distributed systems is a huge plus Experience with the following technologies is a huge plus: Traditional DL Frameworks (PyTorch, JAX etc.
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Large scale machine learning & deep learning models. deep learning, reinforcement learning, and computer vision techniques. Data science, machine learning, optimization models, Master’s degree in Machine Learning, Computer Science, Information Technology, Operations Research, Statistics, Applied Mathematics, Econometrics, Successful completion of one or more assessments in Python, Spark, Scala, or R, Using open source frameworks (for example, scikit learn, tensorflow, torch.
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Comfortable diving deep into Apache Spark metrics and logs and Software development experience in enterprise scale applications and experience in complete Software Development Life Cycle (SDLC.
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Deep knowledge of BI concepts and implementation experience on Cloud with databases like SnowFlake, Big Query, Cloudera. If you enjoy learning new technologies, solving challenges with little mentorship, and are comfortable proposing and implementing solutions, demonstrating Software Engineering standard methodologies, you will find it rewarding to work in GBI.
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The Enterprise OneStream RunTime team in the Enterprise Data and Machine Learning (EDML) organization supports the AWS hosted Data Ingestion and Data Processing applications enabling a centralized data movement platform across Capital One. You will get an opportunity and exposure to all possible data pattern combinations across Capital One and dive deep into the unique engineering challenges it brings around data integrity, security and scale.
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Proficient in Deep Learning: CV models, other data models (TensorFlow, Ansile). Ability to work with/in Supervised and Unsupervised Learning, Deep Learning Networks, Natural Language Processing or Computer Vision, Recommender Systems, Python, and/or Software/ML Tools.
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Address large scale challenges in the machine learning development cycle, especially around distributed training in the cloud, and data engineering. Experience working with Pytorch, Tensorflow or other modern deep learning frameworks.
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Proven experience with large-scale LLMs and Deep Learning systems. Perplexity is seeking an experienced Research Engineer to shape the future of large-scale language models (LLMs) that power our products.
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As part of this group, you will be doing large scale machine learning and deep learning to improve Query Understanding and Ranking of search and developing fundamental building blocks needed for Artificial Intelligence.
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The network is serving the needs across the whole software stack for NVIDIA from Graphics Drivers to Autonomous Vehicles to Deep Learning frameworks. NVIDIA’s deep learning platforms have made major impact to various fields is broadly used across leading academic institutions, start-ups, and industry, including the world’s largest Internet companies.
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Expertise with scaling pilot machine learning solutions to a large scale production environment using databricks. Our consultants bring deep expertise in Data Science, Machine Learning, and AI. Our business value and leadership have been recognized by various market research firms, including Forrester and Gartner.
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Looking for experience with the following: DevOps, CI/CD, Docker, Kubernetes, AWS Sagemaker, GenerativeAI (GenAI - ChatGPT), Large Language Models (LLM), Natural Language Processing (NLP), Neural Network (NN, CNN), Deep Learning.
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FEATURED BLOG POSTS
How to Write an Address Correctly: Explained with Examples
It's hard to imagine a scenario where a text or phone call just won't do these days. With communication at our fingertips, you may think learning how to write an address is a superfluous skill. But it's a skill that will come in handy when you need to fill out healthcare forms, ship a package, order food delivery, or even apply for new jobs.
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Everyone's interview process is unique in some form or fashion. Like most, your interview process is crafted so you can get the most information out of your candidates to increase hiring confidence and make the right hiring decisions. However, there are often small problems in interview processes that could ultimately affect the success of hiring decisions.
How to Write a Job Description?
It might be tempting to overlook the importance of a well-written job description. After all, if you’ve posted job ads before and ended up with tons of resumes in hand, it’s easy to assume that this will always be the case, regardless of how your job ad reads. But, in reality, you really can’t take getting an influx of resumes for granted.
How to Get a W2 From Previous Employers
When tax time rolls around, the last thing you want to worry about is having to track down a W-2 from your former employer. Many times you won’t have to because the IRS requires companies to send these forms to all current and former employees who have earned more than $600 in the last year. Unfortunately, there are employers who don’t do what they’re supposed to. There are even times where something else may happen that prevents the W-2 from getting where it’s supposed to go.
How to Ask Someone to be a Reference + Email Templates
One part of the job-hunting process that frequently gets overlooked is putting together a list of good references. Most of the time we focus on creating the perfect resume, writing an awesome cover letter, and getting our hands on letters of recommendation. We think about what outfit we’ll wear to the job interview, how we’ll answer those tricky questions, and what our career plan looks like. But, in fact, having multiple references lined up who will speak favorably about you to a potential employer is critical to landing a job. This aspect of job searching really can’t be ignored.
Job Rejection Email Response with Examples
Glassdoor estimates that, on average, there are about 250 applicants for every job vacancy out there. If you’ve ever applied for a job, the odds are that you’ve received the dreaded job rejection email.
How to Describe Your Personality with Examples
Imagine you’re in an elevator with the CEO of your dream company and you get to talking. The conversation is going well and you start to imagine yourself working for their company when the CEO turns around and asks you “tell me a bit about yourself.” Would this catch you off guard or would you be able to give a clear and succinct description of who you are?